Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "167" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 74 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 72 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459890 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.547845 | -1.271133 | -1.277097 | 0.882126 | 0.024427 | 1.533669 | -0.926510 | 2.928931 | 0.6923 | 0.6930 | 0.3950 | nan | nan |
| 2459889 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.583572 | -1.349727 | -0.820995 | 0.750563 | 0.409107 | 1.215792 | -1.088134 | 4.376158 | 0.6998 | 0.6974 | 0.3896 | nan | nan |
| 2459888 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.543599 | -1.231643 | -0.942640 | 0.911321 | -0.324082 | 0.638453 | -1.138809 | 1.339497 | 0.7139 | 0.7148 | 0.3802 | nan | nan |
| 2459887 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.576912 | -1.128428 | -1.906911 | 0.755664 | 0.178900 | 0.659614 | -0.998657 | 2.029173 | 0.7004 | 0.6980 | 0.3906 | nan | nan |
| 2459886 | digital_ok | 100.00% | 1.06% | 1.06% | 0.00% | - | - | -1.501314 | -1.451050 | -0.855299 | 0.408061 | 5.679502 | 7.710400 | -1.465996 | 0.654525 | 0.7770 | 0.7648 | 0.3216 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.323772 | -1.559253 | 14.630923 | 2.414750 | 2.204285 | 0.410161 | 3.620197 | 1.144944 | 0.7508 | 0.7405 | 0.3391 | nan | nan |
| 2459884 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.677008 | -1.282895 | -0.985312 | 0.776619 | -0.049196 | 1.229941 | -1.260266 | 2.231228 | 0.6972 | 0.6879 | 0.3984 | nan | nan |
| 2459883 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.770107 | -0.932517 | 13.134197 | 2.470876 | 0.832745 | 0.107525 | -1.920537 | 6.686941 | 0.7033 | 0.6987 | 0.3833 | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.494276 | -1.975021 | 14.219308 | 2.798482 | 0.410502 | 2.437020 | -0.538757 | 5.211296 | 0.7097 | 0.7019 | 0.3742 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.574844 | -0.761475 | 16.366091 | 2.214477 | -0.519433 | 1.736989 | -0.670192 | 21.727073 | 0.7430 | 0.7457 | 0.3243 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.850191 | -1.270342 | 13.310935 | 2.665420 | 0.567274 | 0.462172 | -0.796855 | 4.226019 | 0.7023 | 0.7000 | 0.3896 | nan | nan |
| 2459879 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.623867 | -0.931101 | -2.688847 | 0.912892 | 0.418715 | 1.425208 | -0.821648 | 5.509848 | 0.6878 | 0.6919 | 0.4074 | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.576717 | -1.125646 | 16.812653 | 3.093540 | 0.537452 | 0.270421 | -0.657297 | 7.464210 | 0.6928 | 0.6991 | 0.3985 | nan | nan |
| 2459876 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.680576 | -1.233114 | 12.013731 | 0.948474 | -1.311047 | 2.935821 | -0.772474 | 2.936959 | 0.7058 | 0.6893 | 0.4028 | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.649132 | -1.464874 | 15.659249 | 4.727042 | -0.309458 | 1.165391 | -0.772375 | 1.972780 | 0.7197 | 0.7201 | 0.4043 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.298519 | -1.811056 | 7.985489 | 2.255746 | 0.846362 | 0.986358 | -0.491279 | 4.638582 | 0.7050 | 0.6839 | 0.3969 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.581295 | -1.399313 | 10.235325 | 2.648888 | 0.426202 | 1.100491 | -0.844466 | 4.754259 | 0.7142 | 0.6852 | 0.3949 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.614122 | -1.516679 | 14.060708 | 2.229525 | 1.388300 | 2.662896 | -0.383499 | 11.105001 | 0.7066 | 0.6801 | 0.4089 | nan | nan |
| 2459871 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 56.535795 | 51.417219 | 9.520962 | 8.057112 | 27.108554 | 12.803609 | 170.961503 | 62.043777 | 0.4973 | 0.4982 | 0.2091 | nan | nan |
| 2459870 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 80.661546 | 84.446200 | 5.925152 | 6.451394 | 21.283929 | 14.565449 | 87.088177 | 46.294757 | 0.5105 | 0.5165 | 0.1790 | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 86.251176 | 64.446872 | 8.135487 | 5.491994 | 25.955697 | 12.302980 | 84.723287 | 27.295288 | 0.4898 | 0.5435 | 0.1699 | nan | nan |
| 2459868 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 84.764888 | 74.465085 | 10.997144 | 8.949065 | 18.189888 | 9.617820 | 139.704980 | 85.620678 | 0.4727 | 0.5034 | 0.1728 | nan | nan |
| 2459867 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.809087 | 57.827882 | 4.975151 | 8.419508 | 8.209207 | 6.543558 | 48.675888 | 36.845424 | 0.6222 | 0.5120 | 0.3073 | nan | nan |
| 2459866 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 79.256277 | 59.023585 | 10.126006 | 7.215282 | 12.015214 | 10.146537 | 69.847693 | 28.735103 | 0.4587 | 0.5144 | 0.1846 | nan | nan |
| 2459865 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 52.938875 | 79.265774 | 6.617200 | 9.931614 | 10.899739 | 13.925329 | 17.677812 | 29.180852 | 0.5880 | 0.5424 | 0.1618 | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 69.952584 | 89.343530 | 3.382640 | 3.149806 | 7.366983 | 9.049376 | 57.017941 | 70.430417 | 0.5438 | 0.5145 | 0.1936 | nan | nan |
| 2459863 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 41.351164 | 58.477523 | -1.165617 | -0.382254 | 9.937017 | 4.230693 | 75.288758 | 58.593903 | 0.5782 | 0.5007 | 0.2667 | nan | nan |
| 2459862 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 41.989233 | 63.468879 | 5.459109 | 3.790638 | 7.988352 | 9.639465 | 22.623933 | 18.983397 | 0.5603 | 0.5080 | 0.2535 | nan | nan |
| 2459861 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 42.065609 | 45.982375 | 3.936037 | 2.723847 | 10.636686 | 11.992260 | 21.445553 | 9.554755 | 0.5530 | 0.5292 | 0.2210 | nan | nan |
| 2459859 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 35.010170 | 40.092538 | -1.293091 | 0.073457 | 2.461916 | 1.373216 | 62.651897 | 55.451042 | 0.5508 | 0.5228 | 0.1912 | nan | nan |
| 2459858 | digital_ok | 100.00% | 6.98% | 0.54% | 0.00% | 100.00% | 0.00% | 48.971446 | 40.341425 | -1.086572 | -0.643655 | 2.680346 | 2.240380 | 31.196379 | 84.476361 | 0.5461 | 0.5516 | 0.2547 | 2.361376 | 2.127497 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.234288 | 2.499362 | -1.000958 | -0.988836 | 3.298370 | 2.379368 | 0.340545 | 2.158655 | 0.0255 | 0.0253 | 0.0004 | nan | nan |
| 2459856 | digital_ok | 100.00% | 7.43% | 0.00% | 0.00% | 100.00% | 0.00% | 67.152928 | 57.198306 | 4.364085 | 2.397298 | 7.488978 | 7.863170 | 24.243180 | 70.483647 | 0.5219 | 0.5499 | 0.1939 | 3.341461 | 2.886276 |
| 2459855 | digital_ok | 100.00% | 7.66% | 0.77% | 0.00% | 100.00% | 0.00% | 70.501301 | 64.958564 | 4.241183 | 2.614702 | 5.278508 | 4.351557 | 34.964724 | 33.955851 | 0.5283 | 0.5790 | 0.2457 | 3.123301 | 2.762399 |
| 2459854 | digital_ok | 100.00% | 4.48% | 0.00% | 0.00% | 100.00% | 0.00% | 82.827874 | 65.980814 | 4.550570 | 2.345345 | 3.061860 | 3.604132 | 3.935959 | 8.321322 | 0.5414 | 0.5939 | 0.2447 | 2.835422 | 2.444124 |
| 2459853 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 46.676812 | 50.106730 | 5.726009 | 3.255623 | 7.175600 | 5.963599 | 25.240706 | 70.592825 | 0.6307 | 0.5534 | 0.2979 | 3.451000 | 2.737914 |
| 2459852 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 45.458710 | 43.172461 | 2.299288 | 2.219284 | 15.331346 | 10.717737 | 13.354979 | 12.594282 | 0.7365 | 0.7471 | 0.1387 | 8.265034 | 6.729743 |
| 2459851 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459850 | digital_ok | 100.00% | 9.35% | 0.00% | 0.00% | 100.00% | 0.00% | 64.676400 | 50.449634 | 5.571919 | 2.886928 | 8.719643 | 8.629153 | 9.210359 | 14.911533 | 0.5739 | 0.6297 | 0.1723 | 2.310498 | 2.131791 |
| 2459849 | digital_ok | 100.00% | 3.24% | 0.00% | 0.00% | 100.00% | 0.00% | 64.004473 | 59.570889 | 11.166600 | 6.515132 | 12.713226 | 7.540263 | 69.185278 | 58.620709 | 0.5912 | 0.6186 | 0.1911 | 3.644880 | 2.854032 |
| 2459848 | digital_ok | 100.00% | 3.64% | 1.82% | 0.00% | 100.00% | 0.00% | 60.490662 | 56.478667 | 8.472146 | 5.359416 | 12.527207 | 11.770754 | 21.247664 | 21.419307 | 0.5815 | 0.6103 | 0.2081 | 3.429190 | 3.083056 |
| 2459847 | digital_ok | 100.00% | 0.54% | 3.22% | 0.00% | 100.00% | 0.00% | 63.479766 | 55.669730 | 7.354781 | 5.526075 | 11.698482 | 12.345940 | 33.841213 | 39.630749 | 0.5642 | 0.5455 | 0.2500 | 3.673458 | 3.275031 |
| 2459846 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 62.305189 | 48.607562 | 4.669849 | 3.323381 | 12.424158 | 8.814488 | 26.846160 | 24.781759 | 0.6769 | 0.5992 | 0.3448 | 3.201487 | 3.698195 |
| 2459845 | digital_ok | 100.00% | 7.74% | 2.21% | 0.00% | 100.00% | 0.00% | 71.863648 | 66.766401 | 9.527705 | 7.357551 | 17.869823 | 11.679544 | 80.898419 | 78.590893 | 0.5730 | 0.6123 | 0.1799 | 3.358195 | 3.840393 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.687615 | 9.935456 | 4.716454 | 6.924323 | 2.937605 | 5.262129 | 1.067596 | -0.926189 | 0.0250 | 0.0252 | 0.0005 | nan | nan |
| 2459843 | digital_ok | 100.00% | 0.00% | 0.55% | 0.00% | 100.00% | 0.00% | 30.619776 | 27.113496 | 14.682241 | 16.352855 | 58.934205 | 73.733951 | 24.369890 | 23.820653 | 0.6230 | 0.6069 | 0.1773 | 3.631362 | 2.877020 |
| 2459842 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 13.143802 | 13.735565 | -1.544976 | -1.517802 | 5.303055 | -0.154139 | 14.656773 | 3.766201 | 0.5988 | 0.5748 | 0.0843 | 5.633222 | 5.111579 |
| 2459841 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 16.629607 | 13.247788 | 101.387926 | 111.600134 | 243.825115 | 190.080865 | 332.339105 | 222.129269 | 0.5791 | 0.5938 | 0.1685 | nan | nan |
| 2459839 | digital_ok | 100.00% | - | - | - | - | - | -0.057086 | 2.010251 | -0.391359 | -0.501826 | 2.525912 | 6.366520 | 6.287415 | 3.988518 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 7.97% | 0.00% | 0.00% | 100.00% | 0.00% | 41.929915 | 20.861332 | 18.100304 | 20.249612 | 20.329930 | 20.322800 | 3.218266 | 3.246733 | 0.5467 | 0.5563 | 0.2348 | 0.000000 | 0.000000 |
| 2459836 | digital_ok | - | 0.54% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.5884 | 0.5402 | 0.2858 | nan | nan |
| 2459835 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.023747 | 4.352303 | 11.684606 | 11.917262 | 29.334704 | 21.007882 | 13.011978 | 12.178071 | 0.6724 | 0.5091 | 0.3833 | nan | nan |
| 2459833 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.792489 | 8.811748 | 49.891188 | 52.592197 | 110.135065 | 94.684408 | 5.399992 | 33.890966 | 0.6875 | 0.4838 | 0.3831 | nan | nan |
| 2459832 | digital_ok | 100.00% | 0.00% | 2.69% | 0.00% | 100.00% | 0.00% | 29.137724 | 28.373581 | 15.377111 | 16.271672 | 10.387213 | 8.893505 | 1.540194 | 6.576261 | 0.6912 | 0.4206 | 0.4630 | 3.218520 | 2.882127 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.427433 | 1.342358 | -0.432165 | -0.566046 | 1.497267 | 1.703116 | 3.979541 | 2.248315 | 0.0331 | 0.0300 | 0.0028 | nan | nan |
| 2459830 | digital_ok | 100.00% | 0.00% | 13.44% | 0.00% | 100.00% | 0.00% | 48.620293 | 27.119495 | 17.970409 | 21.427242 | 29.676966 | 28.376971 | 13.075871 | 8.227094 | 0.6420 | 0.4150 | 0.4116 | 4.277395 | 3.233029 |
| 2459829 | digital_ok | 100.00% | 6.98% | 4.83% | 0.00% | 100.00% | 0.00% | 39.917092 | 34.851708 | 20.498451 | 21.522425 | 25.979905 | 23.518532 | 20.898287 | 14.388688 | 0.5699 | 0.5052 | 0.2306 | 2.131586 | 1.862610 |
| 2459828 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.963278 | 21.991358 | 15.805777 | 15.868155 | 27.306635 | 25.058034 | 13.616681 | 26.897860 | 0.6940 | 0.4290 | 0.3908 | 4.383455 | 2.647757 |
| 2459827 | digital_ok | 100.00% | 8.06% | 0.00% | 0.00% | 100.00% | 0.00% | 51.593268 | 22.482244 | 23.234680 | 27.247702 | 20.835633 | 19.292382 | 97.109792 | 38.891812 | 0.5541 | 0.5484 | 0.2443 | 3.749418 | 3.790128 |
| 2459826 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 38.203012 | 19.937845 | 17.688660 | 22.100281 | 34.053960 | 35.661441 | 4.900779 | 4.293258 | 0.6465 | 0.4737 | 0.3347 | 0.000000 | 0.000000 |
| 2459825 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 40.314047 | 22.318657 | 13.295627 | 16.730786 | 27.723292 | 24.873296 | 33.623156 | 16.516081 | 0.6391 | 0.4605 | 0.3447 | 0.000000 | 0.000000 |
| 2459824 | digital_ok | 100.00% | 15.03% | 0.00% | 0.00% | 100.00% | 0.00% | 52.512585 | 21.700953 | 19.730310 | 24.288382 | 15.509459 | 19.989232 | 15.627162 | 13.862703 | 0.4952 | 0.5720 | 0.1732 | 0.000000 | 0.000000 |
| 2459823 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.958396 | 20.652667 | 15.205119 | 19.109062 | 26.948613 | 30.173406 | 37.409301 | 21.875303 | 0.6109 | 0.5061 | 0.3478 | 0.000000 | 0.000000 |
| 2459822 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 37.050258 | 18.184126 | 15.796180 | 20.487084 | 27.040196 | 24.734654 | 58.675336 | 11.649535 | 0.6464 | 0.5166 | 0.3178 | 0.000000 | 0.000000 |
| 2459821 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 26.115748 | 20.851031 | 17.056415 | 19.995010 | 24.389869 | 22.174873 | 56.090562 | 18.695465 | 0.6434 | 0.4852 | 0.3391 | 5.551685 | 4.572145 |
| 2459820 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 36.551473 | 19.806752 | 22.513773 | 25.396318 | 57.565331 | 55.354413 | 70.575186 | 6.145162 | 0.5974 | 0.5596 | 0.2834 | 0.000000 | 0.000000 |
| 2459817 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 28.916903 | 20.258925 | 12.453685 | 16.419230 | 28.178151 | 28.934090 | 7.583537 | 4.854705 | 0.6628 | 0.5363 | 0.2870 | 1.003000 | 1.029788 |
| 2459816 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.654457 | 17.972673 | 23.253792 | 24.326709 | 39.038375 | 37.461448 | 2.073521 | 3.582126 | 0.7252 | 0.4765 | 0.3817 | 5.596781 | 3.462404 |
| 2459815 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.222447 | 20.103678 | 15.321920 | 18.922541 | 37.038386 | 38.647922 | 9.070658 | 5.889027 | 0.6731 | 0.5370 | 0.3491 | 4.120304 | 2.905525 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 2.928931 | -1.271133 | -0.547845 | 0.882126 | -1.277097 | 1.533669 | 0.024427 | 2.928931 | -0.926510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 4.376158 | -0.583572 | -1.349727 | -0.820995 | 0.750563 | 0.409107 | 1.215792 | -1.088134 | 4.376158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 1.339497 | -1.231643 | -0.543599 | 0.911321 | -0.942640 | 0.638453 | -0.324082 | 1.339497 | -1.138809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 2.029173 | -1.128428 | -0.576912 | 0.755664 | -1.906911 | 0.659614 | 0.178900 | 2.029173 | -0.998657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Variability | 7.710400 | -1.501314 | -1.451050 | -0.855299 | 0.408061 | 5.679502 | 7.710400 | -1.465996 | 0.654525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 14.630923 | -1.559253 | -1.323772 | 2.414750 | 14.630923 | 0.410161 | 2.204285 | 1.144944 | 3.620197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 2.231228 | -1.282895 | -0.677008 | 0.776619 | -0.985312 | 1.229941 | -0.049196 | 2.231228 | -1.260266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 13.134197 | -0.932517 | -0.770107 | 2.470876 | 13.134197 | 0.107525 | 0.832745 | 6.686941 | -1.920537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 14.219308 | -1.975021 | -1.494276 | 2.798482 | 14.219308 | 2.437020 | 0.410502 | 5.211296 | -0.538757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 21.727073 | -0.761475 | -0.574844 | 2.214477 | 16.366091 | 1.736989 | -0.519433 | 21.727073 | -0.670192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 13.310935 | -1.270342 | -0.850191 | 2.665420 | 13.310935 | 0.462172 | 0.567274 | 4.226019 | -0.796855 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 5.509848 | -0.931101 | -0.623867 | 0.912892 | -2.688847 | 1.425208 | 0.418715 | 5.509848 | -0.821648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 16.812653 | -1.125646 | -0.576717 | 3.093540 | 16.812653 | 0.270421 | 0.537452 | 7.464210 | -0.657297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 12.013731 | -0.680576 | -1.233114 | 12.013731 | 0.948474 | -1.311047 | 2.935821 | -0.772474 | 2.936959 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 15.659249 | -0.649132 | -1.464874 | 15.659249 | 4.727042 | -0.309458 | 1.165391 | -0.772375 | 1.972780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 7.985489 | -1.298519 | -1.811056 | 7.985489 | 2.255746 | 0.846362 | 0.986358 | -0.491279 | 4.638582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 10.235325 | -0.581295 | -1.399313 | 10.235325 | 2.648888 | 0.426202 | 1.100491 | -0.844466 | 4.754259 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Power | 14.060708 | -1.516679 | -0.614122 | 2.229525 | 14.060708 | 2.662896 | 1.388300 | 11.105001 | -0.383499 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 170.961503 | 51.417219 | 56.535795 | 8.057112 | 9.520962 | 12.803609 | 27.108554 | 62.043777 | 170.961503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 87.088177 | 80.661546 | 84.446200 | 5.925152 | 6.451394 | 21.283929 | 14.565449 | 87.088177 | 46.294757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 86.251176 | 86.251176 | 64.446872 | 8.135487 | 5.491994 | 25.955697 | 12.302980 | 84.723287 | 27.295288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 139.704980 | 84.764888 | 74.465085 | 10.997144 | 8.949065 | 18.189888 | 9.617820 | 139.704980 | 85.620678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | 57.827882 | 31.809087 | 57.827882 | 4.975151 | 8.419508 | 8.209207 | 6.543558 | 48.675888 | 36.845424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 79.256277 | 59.023585 | 79.256277 | 7.215282 | 10.126006 | 10.146537 | 12.015214 | 28.735103 | 69.847693 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | 79.265774 | 52.938875 | 79.265774 | 6.617200 | 9.931614 | 10.899739 | 13.925329 | 17.677812 | 29.180852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | 89.343530 | 89.343530 | 69.952584 | 3.149806 | 3.382640 | 9.049376 | 7.366983 | 70.430417 | 57.017941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 75.288758 | 41.351164 | 58.477523 | -1.165617 | -0.382254 | 9.937017 | 4.230693 | 75.288758 | 58.593903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | 63.468879 | 41.989233 | 63.468879 | 5.459109 | 3.790638 | 7.988352 | 9.639465 | 22.623933 | 18.983397 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | 45.982375 | 42.065609 | 45.982375 | 3.936037 | 2.723847 | 10.636686 | 11.992260 | 21.445553 | 9.554755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 62.651897 | 35.010170 | 40.092538 | -1.293091 | 0.073457 | 2.461916 | 1.373216 | 62.651897 | 55.451042 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 84.476361 | 40.341425 | 48.971446 | -0.643655 | -1.086572 | 2.240380 | 2.680346 | 84.476361 | 31.196379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 5.234288 | 2.499362 | 5.234288 | -0.988836 | -1.000958 | 2.379368 | 3.298370 | 2.158655 | 0.340545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 70.483647 | 67.152928 | 57.198306 | 4.364085 | 2.397298 | 7.488978 | 7.863170 | 24.243180 | 70.483647 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 70.501301 | 64.958564 | 70.501301 | 2.614702 | 4.241183 | 4.351557 | 5.278508 | 33.955851 | 34.964724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 82.827874 | 65.980814 | 82.827874 | 2.345345 | 4.550570 | 3.604132 | 3.061860 | 8.321322 | 3.935959 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Discontinuties | 70.592825 | 50.106730 | 46.676812 | 3.255623 | 5.726009 | 5.963599 | 7.175600 | 70.592825 | 25.240706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 45.458710 | 45.458710 | 43.172461 | 2.299288 | 2.219284 | 15.331346 | 10.717737 | 13.354979 | 12.594282 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 64.676400 | 64.676400 | 50.449634 | 5.571919 | 2.886928 | 8.719643 | 8.629153 | 9.210359 | 14.911533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 69.185278 | 64.004473 | 59.570889 | 11.166600 | 6.515132 | 12.713226 | 7.540263 | 69.185278 | 58.620709 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 60.490662 | 56.478667 | 60.490662 | 5.359416 | 8.472146 | 11.770754 | 12.527207 | 21.419307 | 21.247664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 63.479766 | 55.669730 | 63.479766 | 5.526075 | 7.354781 | 12.345940 | 11.698482 | 39.630749 | 33.841213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 62.305189 | 62.305189 | 48.607562 | 4.669849 | 3.323381 | 12.424158 | 8.814488 | 26.846160 | 24.781759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 80.898419 | 66.766401 | 71.863648 | 7.357551 | 9.527705 | 11.679544 | 17.869823 | 78.590893 | 80.898419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 10.687615 | 10.687615 | 9.935456 | 4.716454 | 6.924323 | 2.937605 | 5.262129 | 1.067596 | -0.926189 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Variability | 73.733951 | 27.113496 | 30.619776 | 16.352855 | 14.682241 | 73.733951 | 58.934205 | 23.820653 | 24.369890 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 14.656773 | 13.143802 | 13.735565 | -1.544976 | -1.517802 | 5.303055 | -0.154139 | 14.656773 | 3.766201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 332.339105 | 16.629607 | 13.247788 | 101.387926 | 111.600134 | 243.825115 | 190.080865 | 332.339105 | 222.129269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Variability | 6.366520 | 2.010251 | -0.057086 | -0.501826 | -0.391359 | 6.366520 | 2.525912 | 3.988518 | 6.287415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 41.929915 | 20.861332 | 41.929915 | 20.249612 | 18.100304 | 20.322800 | 20.329930 | 3.246733 | 3.218266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Variability | 29.334704 | 4.352303 | 4.023747 | 11.917262 | 11.684606 | 21.007882 | 29.334704 | 12.178071 | 13.011978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Variability | 110.135065 | 8.811748 | 7.792489 | 52.592197 | 49.891188 | 94.684408 | 110.135065 | 33.890966 | 5.399992 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 29.137724 | 29.137724 | 28.373581 | 15.377111 | 16.271672 | 10.387213 | 8.893505 | 1.540194 | 6.576261 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 3.979541 | -0.427433 | 1.342358 | -0.432165 | -0.566046 | 1.497267 | 1.703116 | 3.979541 | 2.248315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 48.620293 | 48.620293 | 27.119495 | 17.970409 | 21.427242 | 29.676966 | 28.376971 | 13.075871 | 8.227094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 39.917092 | 34.851708 | 39.917092 | 21.522425 | 20.498451 | 23.518532 | 25.979905 | 14.388688 | 20.898287 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Variability | 27.306635 | 21.991358 | 15.963278 | 15.868155 | 15.805777 | 25.058034 | 27.306635 | 26.897860 | 13.616681 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 97.109792 | 51.593268 | 22.482244 | 23.234680 | 27.247702 | 20.835633 | 19.292382 | 97.109792 | 38.891812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 38.203012 | 19.937845 | 38.203012 | 22.100281 | 17.688660 | 35.661441 | 34.053960 | 4.293258 | 4.900779 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 40.314047 | 22.318657 | 40.314047 | 16.730786 | 13.295627 | 24.873296 | 27.723292 | 16.516081 | 33.623156 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Shape | 52.512585 | 52.512585 | 21.700953 | 19.730310 | 24.288382 | 15.509459 | 19.989232 | 15.627162 | 13.862703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 37.409301 | 20.652667 | 20.958396 | 19.109062 | 15.205119 | 30.173406 | 26.948613 | 21.875303 | 37.409301 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 58.675336 | 37.050258 | 18.184126 | 15.796180 | 20.487084 | 27.040196 | 24.734654 | 58.675336 | 11.649535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 56.090562 | 20.851031 | 26.115748 | 19.995010 | 17.056415 | 22.174873 | 24.389869 | 18.695465 | 56.090562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Discontinuties | 70.575186 | 36.551473 | 19.806752 | 22.513773 | 25.396318 | 57.565331 | 55.354413 | 70.575186 | 6.145162 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Variability | 28.934090 | 28.916903 | 20.258925 | 12.453685 | 16.419230 | 28.178151 | 28.934090 | 7.583537 | 4.854705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | ee Temporal Variability | 39.038375 | 17.972673 | 11.654457 | 24.326709 | 23.253792 | 37.461448 | 39.038375 | 3.582126 | 2.073521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Temporal Variability | 38.647922 | 20.103678 | 21.222447 | 18.922541 | 15.321920 | 38.647922 | 37.038386 | 5.889027 | 9.070658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 167 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |